| 一种新的混沌神经网络及其应用 |
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| 引用本文： | 高春涛.一种新的混沌神经网络及其应用[J].哈尔滨理工大学学报,2010,15(2):35-38. |
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| 作者姓名： | 高春涛 |
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| 作者单位： | 哈尔滨商业大学,基础科学学院,黑龙江,哈尔滨,150028 |
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| 基金项目： | 哈尔滨商业大学青年骨干教师科研创新项目 |
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| 摘 要： | 提出一种新的混沌神经元模型,该神经元的激励函数由复合正弦函数和Sigmoid函数构成,通过分叉图及Lyapunov指数的计算,分析了其动力学特征.基于该模型构造了一种新的暂态混沌特征神经网络,并将其应用于组合优化问题.仿真实验结果表明了该算法的有效性与可行性.
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| 关 键 词： | 混沌神经网络 激励函数 正弦函数 旅行商问题 |
A Model of Chaotic Neural Network and Its Application |
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| GAO Chun-tao.A Model of Chaotic Neural Network and Its Application[J].Journal of Harbin University of Science and Technology,2010,15(2):35-38. |
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| Authors: | GAO Chun-tao |
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| Affiliation: | GAO Chun-tao(Institute of Foundation Science,Harbin University of Commerce,Harbin 150028,China) |
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| Abstract: | We give a new kind of chaotic neuron model whose activation function is composed of the Sine function and Sigmoid function,through the bifurcation diagram and Lyapunov index calculation,an analysis of the characteristics of its dynamics.Based on this neuron model,we propose a new kind of transient chaotic neural network,and used to function combinational optimization problems.The simulation results show the efficiency of the proposed algorithm. |
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| Keywords: | chaotic neural network activation function sinusoidal function traveling salesman problem |
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